quickstart-resources/weather-server-python/src/weather/server.py
2024-12-11 14:47:06 -05:00

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7.5 KiB
Python

from typing import Any
import httpx
from mcp.server.models import InitializationOptions
import mcp.types as types
from mcp.server import NotificationOptions, Server
import mcp.server.stdio
import asyncio
NWS_API_BASE = "https://api.weather.gov"
USER_AGENT = "weather-app/1.0"
server = Server("weather")
@server.list_tools()
async def handle_list_tools() -> list[types.Tool]:
"""
List available tools.
Each tool specifies its arguments using JSON Schema validation.
"""
return [
types.Tool(
name="get-alerts",
description="Get weather alerts for a state",
inputSchema={
"type": "object",
"properties": {
"state": {
"type": "string",
"description": "Two-letter state code (e.g. CA, NY)",
},
},
"required": ["state"],
},
),
types.Tool(
name="get-forecast",
description="Get weather forecast for a location",
inputSchema={
"type": "object",
"properties": {
"latitude": {
"type": "number",
"description": "Latitude of the location",
},
"longitude": {
"type": "number",
"description": "Longitude of the location",
},
},
"required": ["latitude", "longitude"],
},
),
]
async def make_nws_request(client: httpx.AsyncClient, url: str) -> dict[str, Any] | None:
"""Make a request to the NWS API with proper error handling."""
headers = {
"User-Agent": USER_AGENT,
"Accept": "application/geo+json"
}
try:
response = await client.get(url, headers=headers, timeout=30.0)
response.raise_for_status()
return response.json()
except Exception:
return None
def format_alert(feature: dict) -> str:
"""Format an alert feature into a concise string."""
props = feature["properties"]
return (
f"Event: {props.get('event', 'Unknown')}\n"
f"Area: {props.get('areaDesc', 'Unknown')}\n"
f"Severity: {props.get('severity', 'Unknown')}\n"
f"Status: {props.get('status', 'Unknown')}\n"
f"Headline: {props.get('headline', 'No headline')}\n"
"---"
)
@server.call_tool()
async def handle_call_tool(
name: str, arguments: dict | None
) -> list[types.TextContent | types.ImageContent | types.EmbeddedResource]:
"""
Handle tool execution requests.
Tools can fetch weather data and notify clients of changes.
"""
if not arguments:
raise ValueError("Missing arguments")
if name == "get-alerts":
state = arguments.get("state")
if not state:
raise ValueError("Missing state parameter")
# Convert state to uppercase to ensure consistent format
state = state.upper()
if len(state) != 2:
raise ValueError("State must be a two-letter code (e.g. CA, NY)")
async with httpx.AsyncClient() as client:
alerts_url = f"{NWS_API_BASE}/alerts?area={state}"
alerts_data = await make_nws_request(client, alerts_url)
if not alerts_data:
return [types.TextContent(type="text", text="Failed to retrieve alerts data")]
features = alerts_data.get("features", [])
if not features:
return [types.TextContent(type="text", text=f"No active alerts for {state}")]
# Format each alert into a concise string
formatted_alerts = [format_alert(feature) for feature in features]
alerts_text = f"Active alerts for {state}:\n\n" + "\n".join(formatted_alerts)
return [
types.TextContent(
type="text",
text=alerts_text
)
]
elif name == "get-forecast":
try:
latitude = float(arguments.get("latitude"))
longitude = float(arguments.get("longitude"))
except (TypeError, ValueError):
return [types.TextContent(
type="text",
text="Invalid coordinates. Please provide valid numbers for latitude and longitude."
)]
# Basic coordinate validation
if not (-90 <= latitude <= 90) or not (-180 <= longitude <= 180):
return [types.TextContent(
type="text",
text="Invalid coordinates. Latitude must be between -90 and 90, longitude between -180 and 180."
)]
async with httpx.AsyncClient() as client:
# First get the grid point
lat_str = f"{latitude}"
lon_str = f"{longitude}"
points_url = f"{NWS_API_BASE}/points/{lat_str},{lon_str}"
points_data = await make_nws_request(client, points_url)
if not points_data:
return [types.TextContent(type="text", text=f"Failed to retrieve grid point data for coordinates: {latitude}, {longitude}. This location may not be supported by the NWS API (only US locations are supported).")]
# Extract forecast URL from the response
properties = points_data.get("properties", {})
forecast_url = properties.get("forecast")
if not forecast_url:
return [types.TextContent(type="text", text="Failed to get forecast URL from grid point data")]
# Get the forecast
forecast_data = await make_nws_request(client, forecast_url)
if not forecast_data:
return [types.TextContent(type="text", text="Failed to retrieve forecast data")]
# Format the forecast periods
periods = forecast_data.get("properties", {}).get("periods", [])
if not periods:
return [types.TextContent(type="text", text="No forecast periods available")]
# Format each period into a concise string
formatted_forecast = []
for period in periods:
forecast_text = (
f"{period.get('name', 'Unknown')}:\n"
f"Temperature: {period.get('temperature', 'Unknown')}°{period.get('temperatureUnit', 'F')}\n"
f"Wind: {period.get('windSpeed', 'Unknown')} {period.get('windDirection', '')}\n"
f"{period.get('shortForecast', 'No forecast available')}\n"
"---"
)
formatted_forecast.append(forecast_text)
forecast_text = f"Forecast for {latitude}, {longitude}:\n\n" + "\n".join(formatted_forecast)
return [types.TextContent(
type="text",
text=forecast_text
)]
else:
raise ValueError(f"Unknown tool: {name}")
async def main():
# Run the server using stdin/stdout streams
async with mcp.server.stdio.stdio_server() as (read_stream, write_stream):
await server.run(
read_stream,
write_stream,
InitializationOptions(
server_name="weather",
server_version="0.1.0",
capabilities=server.get_capabilities(
notification_options=NotificationOptions(),
experimental_capabilities={},
),
),
)
if __name__ == "__main__":
asyncio.run(main())